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Patent Searching and Data


Title:
METHOD AND APPARATUS FOR TRAINING SPATIO-TEMPORAL DATA PROCESSING MODEL, AND DEVICE AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/252843
Kind Code:
A1
Abstract:
Disclosed are a method and apparatus for training a spatio-temporal data processing model, and a device and a storage medium. The method comprises: extracting target spatio-temporal data of any area from a training data set, wherein the training data set comprises spatio-temporal data and attributes of each area; acquiring first reference spatio-temporal data of a first reference area, which has the same attribute as any area, and second reference spatio-temporal data of a second reference area, which has an attribute different from that of any area; inputting the target spatio-temporal data, the first reference spatio-temporal data and the second reference spatio-temporal data into a model to be trained, so as to acquire a first data representation, a second data representation and a third data representation; and if the difference between the first data representation and the second data representation is less than a first threshold value, and the difference between the first data representation and the third data representation is greater than a second threshold value, ending the training of the model.

Inventors:
LI TING (CN)
BAO KAINAN (CN)
ZHANG JUNBO (CN)
ZHENG YU (CN)
Application Number:
PCT/CN2022/086925
Publication Date:
December 08, 2022
Filing Date:
April 14, 2022
Export Citation:
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Assignee:
JINGDONG CITY BEIJING DIGITS TECH CO LTD (CN)
International Classes:
G06K9/62; G06N3/08; G06N3/04; G06N5/04; G06Q50/26
Foreign References:
CN113723607A2021-11-30
CN112016682A2020-12-01
CN112800053A2021-05-14
US20200184252A12020-06-11
US20210103815A12021-04-08
Attorney, Agent or Firm:
TSINGYIHUA INTELLECTUAL PROPERTY LLC (CN)
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